Abstract: Systems and methods utilizing RF energy to treat a patient's skin (e.g., dermis and hypodermis) or other target tissue including at a depth below a tissue surface (e.g., skin surface, mucosal surfaces of the vagina or esophagus) are provided herein. In various aspects, the methods and systems described herein can provide a RF-based treatment in which the deposition of RF energy can be selectively controlled to help ensure heating uniformity during one or more of body sculpting treatment (lipolysis), skin tightening treatment (laxity improvement), cellulite treatment, vaginal laxity or rejuvenation treatment, urinary incontinence treatment, fecal incontinence treatment, all by way of non-limiting examples. In various aspects, the systems can comprise one or more sources of RF energy (e.g., a RF generator), a treatment applicator comprising one or more electrode arrays configured to be disposed in contact with a tissue surface, and a return electrode (e.g., a neutral pad) to the tissue surface.

Abstract: A mobile device for determining a handling condition of the mobile device and a method of use thereof. One embodiment of the mobile device includes: at least one left capacitive proximity sensor disposed on a left side of the mobile device and operable to detect a hold condition, at least one right capacitive proximity sensor disposed on a right side of the mobile device and operable to detect a hold condition, an accelerometer disposed in the mobile device and operable to detect an orientation of the mobile device, an ambient light proximity sensor disposed in the mobile device and operable to detect a proximity of a user's head, and a processor operable to execute an application configured to gain access to and employ the hold condition, the orientation, and the proximity of the user's head to determine a handling condition.

Abstract: Systems and methods are provided for measuring data set quality by applying Machine Learning (ML) to the data set, identifying good/bad records therein, and further identifying or scoring the records and data sets reflecting whether or not they are good or bad. Knowledge of the goodness or badness of the records of the data sets may enable a user to make determinations or take actions according to the records or data set with respect to further analytics based on the records. Use of an ML model may help avoid problems that arise when trying to manually monitor/classify records or generate code to decide if a record is good or bad in view of multi-field interdependencies. Moreover, training the ML model to compensate for new rules may be less complex than trying to manually account for or generate code to account for such new rules.

Abstract: A mobile device for determining a handling condition of the mobile device and a method of use thereof. One embodiment of the mobile device includes: at least one left capacitive proximity sensor disposed on a left side of the mobile device and operable to detect a hold condition, at least one right capacitive proximity sensor disposed on a right side of the mobile device and operable to detect a hold condition, an accelerometer disposed in the mobile device and operable to detect an orientation of the mobile device, an ambient light proximity sensor disposed in the mobile device and operable to detect a proximity of a user's head, and a processor operable to execute an application configured to gain access to and employ the hold condition, the orientation, and the proximity of the user's head to determine a handling condition.

Abstract: A system comprising an energy storage device including a plurality of cells and a sensor per cell to provide the voltage of each cell; and a device to read the voltages of each cell, calculate a correlation between the voltages of each cell, store a result of the calculation, and set a threshold for the result, wherein in response to the result meeting the threshold, the device to send a notification including a message stating a potential failure of the energy storage device.

Abstract: A mobile device for determining a handling condition of the mobile device and a method of use thereof. One embodiment of the mobile device includes: at least one left capacitive proximity sensor disposed on a left side of the mobile device and operable to detect a hold condition, at least one right capacitive proximity sensor disposed on a right side of the mobile device and operable to detect a hold condition, an accelerometer disposed in the mobile device and operable to detect an orientation of the mobile device, an ambient light proximity sensor disposed in the mobile device and operable to detect a proximity of a user's head, and a processor operable to execute an application configured to gain access to and employ the hold condition, the orientation, and the proximity of the user's head to determine a handling condition.

Abstract: A bar connector comprises an elongate bar with a series of electrical attachment structures along a length of the elongate bar. Each wire electrical attachment structure is to secure at least one wire to the elongate bar. A flexible connector wire with two ends that connect to the elongate bar is used to establish an electrical connection between the at least one wire and a secondary distribution line by a crimp connector. A method of connecting an electrical wire with the bar connector is also claimed.

Abstract: A computing system and method for classifying a reliability distribution model for a part derived from empirical reliability data for the part includes a module for converting the reliability distribution model and the empirical reliability data into a plurality of data points in a matrix. The matrix is inputted to a machine-learned pattern recognition algorithm trained to assign the matrix to one of a predetermined plurality of classes. The machine-learned algorithm assigns the matrix to one of a predetermined plurality of classes according to an assessment, by the machine-learned pattern recognition algorithm, of the statistical fit between the reliability distribution model and the empirical reliability data on which the reliability distribution model was based.

Abstract: A bar connector comprises an elongate bar with a series of electrical attachment structures along a length of the elongate bar. Each wire electrical attachment structure is to secure at least one wire to the elongate bar. A flexible connector wire with two ends that connect to the elongate bar is used to establish an electrical connection between the at least one wire and a secondary distribution line by a crimp connector. A method of connecting an electrical wire with the bar connector is also claimed.

Abstract: Methods and systems for etching a substrate using photoenhanced wet etching techniques are described. At least one light emitting diode source is used to create a high intensity of ultraviolet light at the surface of the substrate or at one or more layers formed on the substrate. Etching rates in GaN substrates and GaN layers are improved by an order of magnitude over conventional systems. Systems and methods for forming a device structure free of a substrate are described. The device structure is grown or applied over a release layer on a substrate. The device structure is exposed to photoenhanced wet etch environments to vertically and laterally etch the release layer to separate the device structure from the substrate.

Abstract: Methods and systems for forming a device structure free of a substrate are described. Exemplary embodiments include a device structure comprising of device layers, a release layer, an etch stop layer, and a substrate. The device structure is exposed to photoenhanced wet etch environments to vertically and laterally etch the release layer to separate the device layers from the substrate. The device structure can include a contact layer, an etch stop layer, or both in some embodiments.

Abstract: A system comprising an energy storage device including a plurality of cells and a sensor per cell to provide the voltage of each cell; and a device to read the voltages of each cell, calculate a correlation between the voltages of each cell, store a result of the calculation, and set a threshold for the result, wherein in response to the result meeting the threshold, the device to send a notification including a message stating a potential failure of the energy storage device.

Abstract: Systems and methods utilizing RF energy to treat a patient's skin (e.g., dermis and hypodermis) or other target tissue including at a depth below a tissue surface (e.g., skin surface, mucosal surfaces of the vagina or esophagus) are provided herein. In various aspects, the methods and systems described herein can provide a RF-based treatment in which the deposition of RF energy can be selectively controlled to help ensure heating uniformity during one or more of body sculpting treatment (lipolysis), skin tightening treatment (laxity improvement), cellulite treatment, vaginal laxity or rejuvenation treatment, urinary incontinence treatment, fecal incontinence treatment, all by way of non-limiting examples. In various aspects, the systems can comprise one or more sources of RF energy (e.g., a RF generator), a treatment applicator comprising one or more electrode arrays configured to be disposed in contact with a tissue surface, and a return electrode (e.g., a neutral pad) to the tissue surface.

Abstract: In an example embodiment, an application is executed on a mobile device, causing generation of application graphical output in an application layer. The application layer is rendered on a touchscreen display. A first gesture of a user is detected, and in response to the first gesture a viewfinder layer is generated, the viewfinder layer containing real-time image data from the embedded camera via a camera service. A composite of the application layer, the viewfinder layer, and a transparency mask is rendered so that a portion of the viewfinder layer is visible and a portion of the application layer is visible on the touchscreen display at the same time. Then a second gesture by the user is detected, and in response to the second gesture, viewfinder data from the viewfinder layer is captured and the viewfinder layer and transparency mask are removed.

Abstract: Methods and systems for etching a substrate using photoenhanced wet etching techniques are described. At least one light emitting diode source is used to create a high intensity of ultraviolet light at the surface of the substrate or at one or more layers formed on the substrate. Etching rates in GaN substrates and GaN layers are improved by an order of magnitude over conventional systems. Systems and methods for forming a device structure free of a substrate are described. The device structure is grown or applied over a release layer on a substrate. The device structure is exposed to photoenhanced wet etch environments to vertically and laterally etch the release layer to separate the device structure from the substrate.

Abstract: Methods and systems for forming a device structure free of a substrate are described. Exemplary embodiments include a device structure comprising of device layers, a release layer, an etch stop layer, and a substrate. The device structure is exposed to photoenhanced wet etch environments to vertically and laterally etch the release layer to separate the device layers from the substrate. The device structure can include a contact layer, an etch stop layer, or both in some embodiments.

Abstract: In an example embodiment, an application is executed on a mobile device, causing generation of application graphical output in an application layer. The application layer is rendered on a touchscreen display. A first gesture of a user is detected, and in response to the first gesture a viewfinder layer is generated, the viewfinder layer containing real-time image data from the embedded camera via a camera service. A composite of the application layer, the viewfinder layer, and a transparency mask is rendered so that a portion of the viewfinder layer is visible and a portion of the application layer is visible on the touchscreen display at the same time. Then a second gesture by the user is detected, and in response to the second gesture, viewfinder data from the viewfinder layer is captured and the viewfinder layer and transparency mask are removed.

Abstract: A mobile device for determining a handling condition of the mobile device and a method of use thereof. One embodiment of the mobile device includes: at least one left capacitive proximity sensor disposed on a left side of the mobile device and operable to detect a hold condition, at least one right capacitive proximity sensor disposed on a right side of the mobile device and operable to detect a hold condition, an accelerometer disposed in the mobile device and operable to detect an orientation of the mobile device, an ambient light proximity sensor disposed in the mobile device and operable to detect a proximity of a user's head, and a processor operable to execute an application configured to gain access to and employ the hold condition, the orientation, and the proximity of the user's head to determine a handling condition.

Abstract: A mobile device for determining a handling condition of the mobile device and a method of use thereof. One embodiment of the mobile device includes: at least one left capacitive proximity sensor disposed on a left side of the mobile device and operable to detect a hold condition, at least one right capacitive proximity sensor disposed on a right side of the mobile device and operable to detect a hold condition, an accelerometer disposed in the mobile device and operable to detect an orientation of the mobile device, an ambient light proximity sensor disposed in the mobile device and operable to detect a proximity of a user's head, and a processor operable to execute an application configured to gain access to and employ the hold condition, the orientation, and the proximity of the user's head to determine a handling condition.

Abstract: In an example embodiment, an application is executed on a mobile device, causing generation of application graphical output in an application layer. The application layer is rendered on a touchscreen display. A first gesture of a user is detected, and in response to the first gesture a viewfinder layer is generated, the viewfinder layer containing real-time image data from the embedded camera via a camera service. A composite of the application layer, the viewfinder layer, and a transparency mask is rendered so that a portion of the viewfinder layer is visible and a portion of the application layer is visible on the touchscreen display at the same time. Then a second gesture by the user is detected, and in response to the second gesture, viewfinder data from the viewfinder layer is captured and the viewfinder layer and transparency mask are removed.